{"id":"W2693733406","doi":"10.1097/mnm.0000000000000702","title":"Preoperative regional maximal removal rate of technetium-99m-galactosyl human serum albumin is correlated with liver functional parameters, but did not predict postoperative morbidity","year":2017,"lang":"en","type":"article","venue":"Nuclear Medicine Communications","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Ascites; Gastroenterology; Prothrombin time; Internal medicine; Bilirubin; Albumin; Logistic regression; Scintigraphy; Hepatectomy; Hyaluronic acid; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004180731,0.0003515387,0.0006364007,0.0001759178,0.001148259,0.00004221386,0.0007003871,0.0002161226,0.001056539],"category_scores_gemma":[0.0002298089,0.0002620081,0.0001513382,0.0001747346,0.001926528,0.0002736255,0.0003262344,0.0007731033,0.00007417768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273799,"about_ca_system_score_gemma":0.0002009074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001569142,"about_ca_topic_score_gemma":0.000152432,"domain_scores_codex":[0.9979997,0.0002705052,0.0005267867,0.0004459726,0.000461581,0.000295501],"domain_scores_gemma":[0.9958145,0.0002211348,0.0004536759,0.002632162,0.0006374348,0.0002411054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004259533,0.002695794,0.835333,0.0002233078,0.002795585,0.0004806428,0.01267132,0.000006866455,0.08000636,0.009219525,0.04939507,0.002912955],"study_design_scores_gemma":[0.007738777,0.004141185,0.9475843,0.001044899,0.001412894,0.0005347585,0.001278966,0.009468895,0.007983554,0.00008306093,0.018263,0.0004656977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95693,0.0004880572,0.00006151634,0.0319365,0.00007326244,0.001133608,0.0001185812,0.0001078279,0.009150626],"genre_scores_gemma":[0.9925643,0.0004879315,0.002906463,0.001316261,0.0000817754,0.00005426976,0.0004388783,0.00006245285,0.002087618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1122513,"threshold_uncertainty_score":0.9999832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1624055720751782,"score_gpt":0.2972658343769195,"score_spread":0.1348602623017413,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}